## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## Warning in bind_rows_(x, .id): Unequal factor levels: coercing to character
## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector

## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## Warning in bind_rows_(x, .id): Unequal factor levels: coercing to character
## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector

## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## Warning in bind_rows_(x, .id): Unequal factor levels: coercing to character
## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector

## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## Warning in bind_rows_(x, .id): Unequal factor levels: coercing to character
## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector

## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## Warning in bind_rows_(x, .id): Unequal factor levels: coercing to character
## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector

## Warning in bind_rows_(x, .id): binding character and factor vector, coercing into character vector
## 
## Assigned RegType
## inferWeightsCross.py
## readDataDistCrossGPUFreeMomentumEarlyStop.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevereAnnealAllCorpora.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevereAnnealAllCorporaOnlyLexRestrNP.py
## inferWeightsCrossVariationalAllCorpora.py
## readDataRegressionDepLengthAndSurprisalRandomEffectsVariationalUIDRandInterceptSlopesAllCorporaLogVarDepLBugfix_LogExp_OnlySurpDepL.py
## readDataRegressionDepLengthAndSurprisalRandomEffectsVariationalUIDRandInterceptSlopesAllCorporaSurp_LogExpVar.py
## readDataRegressionDepLengthAndSurprisalRandomEffectsVariationalUIDRandInterceptSlopesAllCorporaSurp_LogExpVar_NoScaling.py
## readDataDistEnglishGPUOnlyDependencyLabelNoPred.py
## readDataDistEnglishGPUFreeUIDCorrectMean.py
## readDataDistCrossLGPUDepLengthMomentumEntropyUnbiasedBaseline.py
## readDataDistEnglishGPUFreeMomentum.py
## readDataDistCrossLCPUDepLengthMomentum.py
## readDataDistCrossGPUFreeMomentum.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevere.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropy.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevereAnneal.py
## readDataDistCrossLGPUDepLengthMomentumEntropy.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevereAnnealAllCorporaOnlyLex.py
## readDataDistEnglishGPUFreeUIDLagrangeRelaxPrimalDualPOS.py
## readDataDistEnglishGPUFreeParsingUnbiased.py
## readDataDistCrossLGPUDepLengthMomentum.py
## readDataDistEnglishGPUFreeParsingUnidir.py
## readDataDistEnglishGPUFreeUID.py
## readDataDistCrossLGPUDepLengthMomentumEntropyPlainBaseline.py
## inferWeightsCrossVariational.py
## readDataDistEnglishGPUFreeUIDCorrectMeanAllCorporaRate.py
## inferWeightsForEnglish.py
## readDataDistEnglishGPUDepLength.py
## readDataDistEnglishGPUFreeUIDLagrangeRelax.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyLR.py
## readDataDistEnglishGPUFreeUIDLagrangeRelaxPrimalDual.py
## readDataDistEnglishGPUFreeParsingUnbiasedEntropy.py
## readDataRegressionDepLengthAndSurprisalRandomEffects.py
## readDataDistEnglishGPUFreeUIDCorrectMeanAllCorpora.py
## readDataDistCrossGPUFreeMomentumEarlyStopEntropyPersevereAnnealSmallVocab.py
## readDataRegressionDepLengthAndSurprisalRandomEffectsVariationalUIDRandIntercept.py
## readDataDistCrossGPUFreeMomentumEarlyStopGaussianPersevere.py
## Take into account (1) log variances, (2) UID rate vs UID TODO do same with other variances and SigmasALSO take into account depLogLengthWhere is Norwegian surprisal data???

Random Slopes for Dependency Length

Throughout this section, colors indicate the degree to which the dependency is head-final in the language, measured as a logit (positive = more head-final than head-initial).

Finding: When controlling for surprisal (the `All’ models), strong effects of Dependency Length occur mostly for head-initial dependencies.

Average Slopes by Head

It doesn’t seem like there is much to see in this section.

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## Korean

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## Hindi

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## Japanese

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## Czech

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## Russian

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## English

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## German

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## Spanish

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## Norwegian

Across Languages